Real ChatGPT answer · index seedtLsbyTnxlyQcompleteBeauty and personal care · anti-aginginformational
How do I patch test a new budget retinol eye cream properly so I do not waste money on something that causes allergic reactions
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I patch test a new budget retinol eye cream properly so I do not waste money on something that causes allergic reactions
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
American Academy of Dermatology how to test skin care products at home patch test 7 to 10 days retinol eye cream irritation Google ↗
DermNet topical retinoid irritation allergic contact dermatitis patch testing skincare products Google ↗
- How to test skin care products · aad.org
- Patch tests: Skin Contact Allergy Tests Explained · dermnetnz.org
- Topical retinoids (vitamin a creams) · dermnetnz.org
- Retinol: Cream, Serum, What It Is, Benefits, How To Use · my.clevelandclinic.org
- How to maximize results from anti-aging skin care products · aad.org
- Cosmetics Allergy: Causes, Symptoms, and Treatment · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology how to test skin care products at home patch test 7 to 10 days retinol eye cream irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
DermNet topical retinoid irritation allergic contact dermatitis patch testing skincare products OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |